{"id":"W6929073970","doi":"10.48321/d11d0ba26b","title":"GeoConnections","year":2025,"lang":"en","type":"other","venue":"California Digital Library","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Geospatial analysis; Workflow; Cloud computing; Lidar; Deliverable; Application programming interface; Interface (matter); Scalability; Leverage (statistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003719642,0.001216222,0.0006242295,0.00247172,0.00319652,0.005505589,0.00366781,0.001381036,0.09085676],"category_scores_gemma":[0.008305981,0.0007016052,0.0005913411,0.003750007,0.001349231,0.00597944,0.006324506,0.002096151,0.04577228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458355,"about_ca_system_score_gemma":0.008973976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09847131,"about_ca_topic_score_gemma":0.1119763,"domain_scores_codex":[0.996804,0.0005252574,0.0001278042,0.0005784304,0.001421643,0.0005428319],"domain_scores_gemma":[0.9922054,0.0006814945,0.0002205412,0.001812549,0.003724318,0.001355592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008400275,0.0003084988,0.01200368,0.0003845831,0.00004279924,0.0005214566,0.001539594,0.003255921,0.003689173,0.05514073,0.7379217,0.1843518],"study_design_scores_gemma":[0.00005393906,0.0000804732,0.003083769,0.00008834147,0.00001415716,0.0002085979,0.0005861589,0.003252503,0.002407654,0.004088198,0.9860903,0.00004601191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05775084,0.001190864,0.08455748,0.004342696,0.001474176,0.001872068,0.05731902,0.1540836,0.6374092],"genre_scores_gemma":[0.1687796,0.001633494,0.1136432,0.003112935,0.0003156047,0.002346014,0.2596014,0.05620186,0.3943659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09847131,"threshold_uncertainty_score":0.3039461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009356872279393283,"score_gpt":0.240613711466257,"score_spread":0.2312568391868637,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}